Assessing domain adaptation techniques for mitosis detection in
multi-scanner breast cancer histopathology images

Assessing domain adaptation techniques for mitosis detection in multi-scanner breast cancer histopathology images

1 September 2021

Nicolas M. Orsi

Nishant Ravikumar

Papers citing "Assessing domain adaptation techniques for mitosis detection in multi-scanner breast cancer histopathology images"

9 / 9 papers shown

Title
How Many Annotators Do We Need? -- A Study on the Influence of Inter-Observer Variability on the Reliability of Automatic Mitotic Figure Assessment Frauke Wilm C. Bertram Christian Marzahl A. Bartel T. Donovan ... Katharina Breininger M. Kiupel Andreas Maier R. Klopfleisch Marc Aubreville 15 5 0 04 Dec 2020
Histopathological Stain Transfer using Style Transfer Network with Adversarial Loss Harshal Nishar Nikhil Chavanke Nitin Singhal OOD MedIm 14 14 0 06 Oct 2020
Virtual staining for mitosis detection in Breast Histopathology Caner Mercan Germonda Reijnen-Mooij David Tellez Martin J. Lotz Nick Weiss Marcel van Gerven F. Ciompi MedIm 21 37 0 17 Mar 2020
Deep Learning-Based Quantification of Pulmonary Hemosiderophages in Cytology Slides Christian Marzahl Marc Aubreville C. Bertram J. Stayt A. Jasensky ... Prathmesh Madhu J. Voigt Jenny Hill R. Klopfleisch Andreas Maier 26 46 0 12 Aug 2019
Fluorescence Image Histology Pattern Transformation using Image Style Transfer Mohammadhassan Izadyyazdanabadi E. Belykh Xiaochun Zhao L. Moreira S. Gandhi C. Cavallo J. Eschbacher P. Nakaji M. Preul Yezhou Yang MedIm 18 16 0 15 May 2019
Focal Loss for Dense Object Detection Nayeon Lee Priya Goyal Ross B. Girshick Kaiming He Piotr Dollár ObjD 105 2,993 0 07 Aug 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 98 5,556 0 30 Mar 2017
A Neural Algorithm of Artistic Style Leon A. Gatys Alexander S. Ecker Matthias Bethge GAN 68 2,851 0 26 Aug 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.2K 76,547 0 18 May 2015